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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Global Change Biology
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,121 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,121 works in the cohort · of 4,299,418page 7 of 23

Labels cover 1 of 1,121 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,121 of 1,121 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Does climate directly influence <scp>NPP</scp> globally?
Chengjin Chu, Megan K. Bartlett, Youshi Wang, Fangliang He, Jacob Weiner, Jérôme Chave +1 more
2015· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
125
citations
afffundunlabeled
Adaptation strategies to climate change in marine systems
Yoshitaka Ota, U. Rashid Sumaila, Andrés M. Cisneros‐Montemayor, William W. L. Cheung
2017· review· en· Global Change Biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
125
citations
affunlabeled
Groundwater is a hidden global keystone ecosystem
Mattia Saccò, Stefano Mammola, Florian Altermatt, Roman Alther, Rossano Bolpagni, Anton Brancelj +44 more
2023· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
123
citations
afffundunlabeled
Fishing degrades size structure of coral reef fish communities
James P. W. Robinson, Ivor D. Williams, Andrew M. Edwards, Jana McPherson, Lauren A. Yeager, Laurent Vigliola +2 more
2016· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
113
citations
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How this was built: Screen · Findings · About